Foto del docente

Andrea Omicini

Full Professor

Department of Computer Science and Engineering

Academic discipline: ING-INF/05 Information Processing Systems

Publications

Ruolo editoriale nella rivista «Applied Sciences»

Roberta Calegari, Giuseppe Pisano, Andrea Omicini, Giovanni Sartor, Arg2P: An argumentation framework for explainable intelligent systems, «JOURNAL OF LOGIC AND COMPUTATION», 2022, 32, pp. 369 - 401 [Scientific article]

Calegari, Roberta and Ciatto, Giovanni and Omicini, Andrea and Vizzari, Giuseppe, Selected papers from the 22nd Workshop “From Objects to Agents” (WOA 2021), Amsterdam, IOS Press, 2022, pp. 112 . [Editorship]

Roberta Calegari, Giovanni Ciatto, Andrea Omicini, Giuseppe Vizzari, Special Issue for the 22nd Workshop “From Objects to Agents” (WOA 2021), «INTELLIGENZA ARTIFICIALE», 2022, 16, pp. 3 - 5 [Scientific article]

Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini, Symbolic knowledge extraction from opaque ML predictors in PSyKE: Platform design & experiments, «INTELLIGENZA ARTIFICIALE», 2022, 16, pp. 27 - 48 [Scientific article]

Giovanni Ciatto, Roberta Calegari, Andrea Omicini, 2P-Kt: A Logic-Based Ecosystem for Symbolic AI, «SOFTWAREX», 2021, 16, Article number: 100817 , pp. 1 - 7 [Scientific article]Open Access

Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Giovanni Sartor, A Mechanism for Reasoning over Defeasible Preferences in Arg2P, in: CILC 2021 – Italian Conference on Computational Logic. Proceedings of the 36th Italian Conference on Computational Logic, CEUR-WS, 2021, 3002, pp. 16 - 30 (atti di: 36th Italian Conference on Computational Logic (CILC 2021), Parma, Italy, 7–9 September 2021) [Contribution to conference proceedings]Open Access

Davide Calvaresi, Giovanni Ciatto, Amro Najjar, Reyhan Aydoğan, Leon Van der Torre, Andrea Omicini, Michael I. Schumacher, EXPECTATION: Personalized Explainable Artificial Intelligence for Decentralized Agents with Heterogeneous Knowledge, in: Explainable and Transparent AI and Multi-Agent Systems. Third International Workshop, EXTRAAMAS 2021, Virtual Event, May 3–7, 2021, Revised Selected Papers, Cham, Springer Nature, 2021, 12688, pp. 331 - 343 (atti di: 3rd International Workshop on Explainable and Transparent AI and Multi-Agent Systems (EXTRAAMAS 2021), Virtual event, 3–4 May 2021) [Contribution to conference proceedings]Open Access

Roberta Calegari, Andrea Omicini, Giovanni Sartor, Explainable and Ethical AI: A Perspective on Argumentation and Logic Programming, in: AIxIA 2020 – Advances in Artificial Intelligence, Cham, Springer Nature, 2021, 12414, pp. 19 - 36 (atti di: The 19th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2020), Virtual Event, 25–27 November 2020) [Contribution to conference proceedings]Open Access

Andrea Agiollo, Giovanni Ciatto, Andrea Omicini, Graph Neural Networks as the Copula Mundi between Logic and Machine Learning: A Roadmap, in: WOA 2021 – 22nd Workshop “From Objects to Agents”, Aachen, Sun SITE Central Europe, RWTH Aachen University, 2021, 2963, pp. 98 - 115 (atti di: WOA 2021 – 22nd Workshop “From Objects to Agents”, Bologna, Italy, 1–3 September 2021) [Contribution to conference proceedings]Open Access

Federico Sabbatini, Giovanni Ciatto, Andrea Omicini, GridEx: An Algorithm for Knowledge Extraction from Black-Box Regressors, in: Explainable and Transparent AI and Multi-Agent Systems. Third International Workshop, EXTRAAMAS 2021, Cham, Springer Nature, 2021, 12688, pp. 18 - 38 (atti di: EXplainable and TRAnsparent AI and Multi-Agent Systems: Third International Workshop (EXTRAAMAS 2021), Virtual Event, 3–4 May 2021) [Contribution to conference proceedings]Open Access

Giovanni Ciatto, Roberta Calegari, Andrea Omicini, Lazy Stream Manipulation in Prolog via Backtracking: The Case of 2P-Kt, in: Logics in Artificial Intelligence. JELIA 2021., Cham, Springer Nature, 2021, 12678, pp. 407 - 420 (atti di: 17th European Conference on Logics in Artificial Intelligence (JELIA 2021), Virtual Event, 17–20 May 2021) [Contribution to conference proceedings]Open Access

Andrea Agiollo; Andrea Omicini, Load Classification: A Case Study for Applying Neural Networks in Hyper-Constrained Embedded Devices, «APPLIED SCIENCES», 2021, 11, Article number: 11957 , pp. 1 - 13 [Scientific article]Open Access

Roberta Calegari, Giovanni Ciatto, Viviana Mascardi, Andrea Omicini, Logic-based Technologies for Multi-agent Systems: A Systematic Literature Review, «AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS», 2021, 35, Article number: 1 , pp. 1 - 67 [Scientific article]Open Access

Roberta Calegari, Giovanni Ciatto, Viviana Mascardi, Andrea Omicini, Logic-based Technologies for Multi-agent Systems: Summary of a Systematic Literature Review, in: 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS-2021), Richland, SC, IFAAMAS, 2021, pp. 1721 - 1723 (atti di: 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS-2021), Virtual Event, United Kingdom, 3-7 May 2021) [Abstract]Open Access